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setup

openml.setups.setup #

OpenMLParameter dataclass #

OpenMLParameter(input_id: int, flow_id: int, flow_name: str, full_name: str, parameter_name: str, data_type: str, default_value: str, value: str)

Parameter object (used in setup).

PARAMETER DESCRIPTION
input_id

The input id from the openml database

TYPE: int

flow

The flow to which this parameter is associated

flow

The name of the flow (no version number) to which this parameter is associated

full_name

The name of the flow and parameter combined

TYPE: str

parameter_name

The name of the parameter

TYPE: str

data_type

The datatype of the parameter. generally unused for sklearn flows

TYPE: str

default_value

The default value. For sklearn parameters, this is unknown and a default value is selected arbitrarily

TYPE: str

value

If the parameter was set, the value that it was set to.

TYPE: str

OpenMLSetup dataclass #

OpenMLSetup(setup_id: int, flow_id: int, parameters: dict[int, Any] | None)

Setup object (a.k.a. Configuration).

PARAMETER DESCRIPTION
setup_id

The OpenML setup id

TYPE: int

flow_id

The flow that it is build upon

TYPE: int

parameters

The setting of the parameters

TYPE: dict